Datasets:
Commit
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49993d7
1
Parent(s):
b89e0d2
Update DocLayNet-small.py
Browse files- DocLayNet-small.py +16 -13
DocLayNet-small.py
CHANGED
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@@ -190,38 +190,41 @@ class DocLayNet(datasets.GeneratorSmalldBuilder):
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ann_dir = os.path.join(filepath, "annotations")
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img_dir = os.path.join(filepath, "images")
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pdf_dir = os.path.join(filepath, "pdfs")
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for guid, file in enumerate(sorted(os.listdir(ann_dir))):
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texts = []
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bboxes_block = []
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bboxes_line = []
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categories = []
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# get json
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file_path = os.path.join(ann_dir, file)
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with open(file_path, "r", encoding="utf8") as f:
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data = json.load(f)
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# get image
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image_path = os.path.join(img_dir, file)
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image_path = image_path.replace("json", "png")
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image, size = load_image(image_path)
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# get pdf
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pdf_path = os.path.join(pdf_dir, file)
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pdf_path = pdf_path.replace("json", "pdf")
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with open(pdf_path, "rb") as pdf_file:
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pdf_bytes = pdf_file.read()
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pdf_encoded_string = base64.b64encode(pdf_bytes)
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doc_category = item["doc_category"]
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for item in data["form"]:
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text_example, category_example, bbox_block_example, bbox_line_example = item["text"], item["category"], item["box"], item["box_line"]
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ann_dir = os.path.join(filepath, "annotations")
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img_dir = os.path.join(filepath, "images")
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pdf_dir = os.path.join(filepath, "pdfs")
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for guid, file in enumerate(sorted(os.listdir(ann_dir))):
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texts = []
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bboxes_block = []
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bboxes_line = []
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categories = []
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# get json
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file_path = os.path.join(ann_dir, file)
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with open(file_path, "r", encoding="utf8") as f:
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data = json.load(f)
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# get image
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image_path = os.path.join(img_dir, file)
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image_path = image_path.replace("json", "png")
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image, size = load_image(image_path)
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# get pdf
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pdf_path = os.path.join(pdf_dir, file)
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pdf_path = pdf_path.replace("json", "pdf")
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with open(pdf_path, "rb") as pdf_file:
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pdf_bytes = pdf_file.read()
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pdf_encoded_string = base64.b64encode(pdf_bytes)
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# get all metadadata
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page_hash = data["metadata"]["page_hash"]
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original_filename = data["metadata"]["original_filename"]
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page_no = data["metadata"]["page_no"]
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num_pages = data["metadata"]["num_pages"]
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original_width = data["metadata"]["original_width"]
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original_height = data["metadata"]["original_height"]
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coco_width = data["metadata"]["coco_width"]
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coco_height = data["metadata"]["coco_height"]
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collection = data["metadata"]["collection"]
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doc_category = data["metadata"]["doc_category"]
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for item in data["form"]:
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text_example, category_example, bbox_block_example, bbox_line_example = item["text"], item["category"], item["box"], item["box_line"]
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